Publications 2020

Journals

1. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase: "ColAtt-Net: In Reducing the Ambiguity of Pedestrian Orientations on Attribute-Aware Semantic Segmentation Task,"IEEJ Transactions on Electrical and Electronic Engineering, 16(2), pp.295-306, 2021/02/01 doi

2. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "超低解像度FIR画像系列中での人物位置と行動の違いに着目した骨格推定法,"Journal of the Japan Society for Precision Engineering, 87(1), pp.99-106, 2021/01/05

3. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Multiple Human Tracking with Alternately Updating Trajectories and Multi-Frame Action Features,"ITE Transactions on Media Technology and Applications, 8(4), pp.269-279, 2020/10/01 doi

4. Marc Aurel Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase: "Estimating the imageability of words by mining visual characteristics from crawled image data,"Multimedia Tools and Applications, 79(25), pp.18167-18199, 2020/07/07 doi

5. Kouhei Matsuzaki, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Environmental Map Compression for Localization based on 3D NDT,"IEICE Transactions on Information and Systems, J103-D, No.6, pp.529-541, 2020/06/01 doi

6. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Multiple Human Tracking Using an Omnidirectional Camera with Local Rectification and World Coordinates Representation,"IEICE TRANSACTIONS on Information and Systems, E103-D, No.6, pp.1265-1275, 2020/06/01 doi

7. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "Semantic Localization Considering Uncertainty of Object Recognition,"IEEE Robotics and Automation Letters, 5(3), pp.4384-4391, 2020/05/28 doi

8. Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Simultaneous Image Matching for Person Re-identification via the Stable Marriage Algorithm,"IEEJ Transactions ON Electrical AND Electronic Engineering, 15(6), pp.909-917, 2020/04/07

9. Takashi Hosono, 島村潤, 嵯峨田淳, Hiroshi Murase: "Object Proposal Using RGB-D Edge Density and Density Uniformity,"IEICE Transactions on Information and Systems, J103-D, No.4, pp.341-351, 2020/04/01

International Conferences

1. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "LFIR2Pose: Pose Estimation from an Extremely Low-Resolution FIR Image Sequence,"Proceedings of the 25th International Conference on Pattern Recognition, 2021/01/13

2. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Ayako Amma, Hiroshi Murase: "Median-Shape Representation Learning for Category-Level Object Pose Estimation in Cluttered Environments,"Proceedings of the 25th International Conference on Pattern Recognition, pp.4473-4480, 2021/01/13

3. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "OMEga-GAN: Object Manifold Embedding GAN for Image Generation by Disentangling Parameters into Pose and Shape Manifolds,"Proceedings of the 25th International Conference on Pattern Recognition, pp.7945-7952, 2021/01/13

4. Shota Ueda, Shinji Fujita, Atsushi Nishimura, Toshikazu Onishi, Yoshito Shimajiri, Yusuke Miyamoto, Kazufumi Torii, Atsushi M. Ito, Shunya Takekawa, Hiroyuki Kaneko, Daisuke Yoshida, Taro Matsuo, Tsuyoshi Inoue, Yasutomo Kawanishi, Kazuki Tokuda: "Identification of infrared-ring structures by convolutional neural network,"PROCEEDINGS OF SPIE Astronomical Telescopes + Instrumentation 2020, Vol.11452, pp.1-10, 2020/12/16 doi

5. Hao Cheng, Hailong Liu, Takatsugu Hirayama, Fumito Shinmura, Naoki Akai, Hiroshi Murase: "Automatic Interaction Detection between Vehicles and Vulnerable Road Users During Turning at an Intersection,"Proceedings of 2020 IEEE Intelligent Vehicles Symposium (IV2020), pp.641-647, 2020/11/11

6. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "3D Monte Carlo Localization with Efficient Distance Field Representation for Automated Driving in Dynamic Environments,"Proceedings of 2020 IEEE Intelligent Vehicles Symposium (IV2020), pp.1588-1595, 2020/11/06

7. Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "Imageability Estimation using Visual and Language Features,"Proceedings of the 2020 International Conference on Multimedia Retrieval, p.306–310, 2020/10/28 doi

8. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "Semantic Localization Considering Uncertainty of Object Recognition,"Proceedings of 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2020), 2020/10/25

9. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "Modeling Eye-Gaze Behavior of Electric Wheelchair Drivers via Inverse Reinforcement Learning,"Proceedings of 2020 IEEE International Conference on Intelligent Transportation Systems, pp.158-164, 2020/09/21 doi

10. Hailong Liu, Takatsugu Hirayama, Luis Yoichi Morales Saiki, Hiroshi Murase: "What Timing for an Automated Vehicle to Make Pedestrians Understand Its Driving Intentions for Improving Their Perception of Safety?,"The 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2020), pp.462-467, 2020/09/20

11. Kazuki Itabashi, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada: "Interactive Model-based Reminiscence Using a Cognitive Model and Physiological Indices,"The 18th International Conference on Cognitive Modelling, 2020/07/15

12. Hiroshi Murase: "Image Recognition for Driving Assistance of Intelligent Vehicles,"International Conference on Information and Communication Technology, 2020/06/24

13. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase: "Performance Boost of Attribute-aware Semantic Segmentation via Data Augmentation for Driver Assistance,"The 8th IEEE International Conference on Information and Communication Technology, pp.293-298, 2020/06/24 doi

Domestic Conferences

1. 水野 雅也, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, 井下哲夫: "A Preliminary Study on Belongings Category and Weight Recognition based on Walking Skeleton Trajectory,"IEICE General Conference, p.66, 2021/03/11

2. 畑 隆聖, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "A Preliminary Study on Eye Contact Detection for Distant Pedestrians using an In-vehicle Camera,"IEICE General Conference, p.65, 2021/03/11

3. 中本 麻友, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, 中澤 満, チェ ヨンナム, シュテンガー ビヨン: "A Study on Product Image Impression Estimation considering the Customer's Attributes,"IEICE General Conference, p.46, 2021/03/10

4. Kouhei Matsuzaki, 河村 圭, Yasutomo Kawanishi, Hiroshi Murase: "Relative Camera Pose Estimation based on 3D Shape Feature Alignment,"Unknown Journal, 21C-4, 2020/12/23

5. Kazuki Sakuma, Junya Morita, Takatsugu Hirayama, Yu Enokibori, Kenji Mase: "Structure Discovery by Visualization of Deep Neural Network for EEG: Approach utilizing Between-Model Variance,"Unknown Journal, 1I5-GS-2-02, 2020/06/09

Domestic Symposiums

1. Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada: "料理写真の魅力度推定精度向上のための視線停留分布に対するデータ拡張手法の検討,"Unknown Journal, pp.330-336, 2021/03/05

2. Ichiro Ide, 森信介, 橋本敦史: "食メディア研究の歴史を振り返って,"Unknown Journal, 2020/12/16

3. Mitsuaki Miyazaki, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada: "料理写真の魅力度推定において有効な画像特徴量の検討,"Unknown Journal, S-1A-8, 2020/11/28

4. 杉山大雅, Keisuke Doman, Ichiro Ide, Yoshito Mekada: "絵解映像からの指し棒検出と絵伝画像マッチングによる解説場面推定,"Unknown Journal, S-1A-3, 2020/11/28

5. Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "A study on a coloring method for document overviews -Visualizing the document structure using word-color associations-,"IEICE Technical Report (MVE), 120(160), pp.35-37, 2020/09/09

6. Kouhei Matsuzaki, 河村 圭, Yasutomo Kawanishi, Hiroshi Murase: "3 次元点群の復元とレジストレーションに基づくカメラの相対姿勢推定に関する検討,"Meeting on Image Recognition & Understanding, IS3-2-20, 2020/08/05

7. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "ソフト順序制約付きラベル境界緩和法に基づく 列車前方映像のセマンティックセグメンテーション,"Unknown Journal, OS2-3B, 2020/08/05

8. Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Hiroshi Murase: "心像性を考慮した画像キャプショニングの検討,"Unknown Journal, IS3-2-1, 2020/08/05

9. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino: "移動する複数物体への群衆からの4次元注目度ヒートマップ生成の初期検討,"Unknown Journal, IS3-2-32, 2020/08/05

10. Yasutomo Kawanishi, Hiroshi Murase, Kazuyuki Tasaka, Hiromasa Yanagihara: "衣服着用頻度集計システムのための特徴空間のユーザ個人適応手法の提案,"Meeting on Image Recognition & Understanding, IS2-3-27, 2020/08/05

11. Yuta Goto, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "複数画像系列の重み付き統合による自車位置推定,"Unknown Journal, IS3-1-17, 2020/08/05

12. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "物体の同一性を評価する誤差関数の導入による姿勢・形状変化を独立に扱える GAN の提案,"Unknown Journal, IS2-2-11, 2020/08/04

13. Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "物体追跡を活用したCenterNetの弱教師あり学習,"Meeting on Image Recognition & Understanding, IS2-3-27, 2020/08/04

14. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino: "Preliminary Study on Attention Degree Estimation for Multiple Objects Based on Similarity between Gaze-Point and Gaze-Target Movements,"Unknown Journal, 2020/05/15

15. Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase: "On the quantification of the mental image of visual concepts for multi-modal applications,"Unknown Journal, 2020-CVIM-222, pp.1-6, 2020/05/07

Lectures & Panels

1. Yasutomo Kawanishi: "FUGIN AIプロジェクトにおけるパターン認識技術の天文学への応用事例,"Unknown Journal, 2020/12/18

2. Michihiko Minoh, Mutsuo Sano, Yuichi Nakamura, Ichiro Ide, Yoko Yamakata, 橋本敦史: "[パネル討論]過去の活動を振り返りつつ今後の展望を語る,"Unknown Journal, 2020/12/16

3. Ichiro Ide: "名古屋大学における学部初年次データ科学教育の展開に向けて,"Unknown Journal, 2020/11/05

4. Takatsugu Hirayama: "視覚的インタラクションにフォーカスした環境・状況・状態認識技術,"Unknown Journal, 2020/07/29

Articles

1. Takatsugu Hirayama: "視覚的インタラクションにフォーカスした環境・状況・状態認識技術,"Unknown Journal, Vol.213, pp.2-8, 2020/11/24

2. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Object Tracking by Multiple Correlation Filters Robust to Appearance Changes,"The Transactions of Image Information and Television Engineeres, 74(6), pp.976-985, 2020/11/10

3. Huynh Thi Thanh Binh, Ichiro Ide: "Special issue on "The Tenth International Symposium on Information and Communication Technology -SoICT 2019","Informatica, 44(2), p.113, 2020/07/09 doi

Books

1. Junya Morita, Kazuki Sakuma, Taiki Nomura, Takatsugu Hirayama, Yu Enokibori, Kenji Mase: "脳波と深層学習を活用した記憶の想起に伴う快不快感情の認識,"Unknown Journal, pp.473-485, 2020/07/31

2. Haruya Kyutoku, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Vehicle ego-localization with a monocular camera using epipolar geometry constraints,"Vehicles, Drivers, and Safety, Huseyin Abut, Kazuya Takeda, Gerhard Schmidt, and John H.L. Hansen eds., pp.251-261, 2020/05/01 doi

3. Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada: "Occlusion-aware skeleton trajectory representation for abnormal behavior detection,"Frontiers of Computer Vision -26th Int. Workshop, IW-FCV 2020, Ibusuki, Kagoshima, Japan, Feb 20-22, 2020, Revised Selected Papers, Wataru Ohyama and Soon Ki Jung eds., Communications in Computer Science and Information Science, Vol.1212, pp.108-121, 2020/04/28 doi

Awards

1. Hitoshi Nishimura, Yasutomo Kawanishi, Hiroshi Murase, Kazuyuki Tasaka: "複数の相関フィルタを用いた見えの変化に頑健な物体追跡,"丹羽高柳賞 論文賞, 2020/05/29

Theses

1. 畑 隆聖: "車載カメラを用いた遠方歩行者からのアイコンタクトの検出,"Bachelor thesis, 2021/03/01

2. 弓矢隼大: "人物の姿勢情報と注視対象配置制約に基づく後ろ向き人物の注視領域推定,"Bachelor thesis, 2021/02/24

3. 水野 雅也: "歩き方の特徴に注目した所持物・重さ認識,"Bachelor thesis, 2021/02/24

4. 中本 麻友: "顧客の属性を考慮した商品画像の印象推定,"Bachelor thesis, 2021/02/19

5. Mahmud Dwi Sulistiyo: "Attribute-Aware Semantic Segmentation from an In-vehicle Camera,"Doctor thesis, 2021/02/12

6. Saki Iwata: "Human Skeleton Estimation from an Extremely Low-Resolution FIR Image Sequence,"Master thesis, 2021/02/10

7. Kazuki Umemura: "Image Captioning considering Imageability,"Master thesis, 2021/02/10

8. Yamato Maekawa: "Modeling the Safety Driving Behavior of an Electric Wheelchair,"Master thesis, 2021/02/10

9. Hiroki Tatemichi: "Occlusion-Robust Category-Level Object Pose Estimation with a Two-stage Shape Reconstructor,"Master thesis, 2021/02/10

10. Yuki Furitsu: "Railway Environmental Recognition from Train Front-View Images using 2D-3D Cross-Dimensional Semantic Segmentation,"Master thesis, 2021/02/10

Others

We research on various themes using video and images.

Please feel free to contact us if you are interested.

Contact Information

Furo-cho, Chikusa-ku, Nagoya, Japan
IB Building South #457
Phone: 052-789-3310
Fax: 052-789-3807